{"id":"W3155196182","doi":"10.1097/ccm.0000000000004855","title":"Noninvasive Ventilation for Pediatric Acute Respiratory Distress Syndrome: Is It Worth the Risk?*","year":2021,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality","keywords":"Medicine; Respiratory distress; Acute respiratory distress; Intensive care medicine; Ventilation (architecture); Mechanical ventilation; Respiratory system; Emergency medicine; Anesthesia; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140783,0.0004902572,0.0006713885,0.0004805372,0.001515957,0.001280143,0.0008398671,0.01767687,0.003074975],"category_scores_gemma":[0.01270902,0.0003113446,0.0008073493,0.000407189,0.001301705,0.00228503,0.0005416349,0.01611564,0.002100673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907939,"about_ca_system_score_gemma":0.00262684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183797,"about_ca_topic_score_gemma":0.005560029,"domain_scores_codex":[0.9988571,0.0003249068,0.0001736535,0.0001195792,0.0003511948,0.000173604],"domain_scores_gemma":[0.9952341,0.002415204,0.0003285677,0.0001460791,0.0009881281,0.0008879428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000904317,0.0001002146,0.00950848,0.0001212919,0.00002978071,0.02404018,0.0001847377,0.0002464759,0.0004627772,0.004543665,0.9261157,0.03455627],"study_design_scores_gemma":[0.000308967,0.0003475556,0.01605045,0.001506441,0.00009283438,0.05812094,0.001008281,0.001398588,0.0007401861,0.01454428,0.9057741,0.0001074336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002644231,0.003362319,0.0002151077,0.97302,0.0154463,0.00001184159,0.00003899475,0.00002860348,0.005232563],"genre_scores_gemma":[0.03186448,0.009639331,0.0009758315,0.8259034,0.1247736,0.00005442741,0.0001074759,0.00004633471,0.006635097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01767687,"threshold_uncertainty_score":0.01384318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487296196110455,"score_gpt":0.3365847540524176,"score_spread":0.291711792091313,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}